GUIDELINE · CoreAGK-GDL-C02 v1.0Free preview

    AI Adoption Roadmap and Use-Case Prioritisation Guide

    Keeps governance from slowing adoption. A two-hour workshop format, a scoring method for value, feasibility and risk, and how to turn the top ideas into two or three pilots with measurable benefits.

    Template version
    AGK-GDL-C02 v1.0
    Format
    Word · 20 KB
    Used by
    AI sponsor, business leads
    When
    Weeks 4–6
    Document type
    Guideline (Recommended)
    Owner
    [AI Governance Lead / AI sponsor]
    Approved by
    [AI Governance Committee]
    Review cycle
    Annual
    Parent document(s)
    AGK-POL-01
    Adoption tier
    Lite: Required · Standard: Required · Regulated: Required
    AGK-GDL-C02_AI_Adoption_Roadmap_and_Use-Case_Prioritisation_Guide_v1.0.docx

    1. Purpose

    This guide helps [CLIENT NAME] decide where to use AI first, how to move from pilots to everyday use, and how to show the benefit — while adopting only the governance that the current stage needs.

    2. Why governance and adoption go together

    • Without approved tools, people use consumer AI anyway (see AGK-PRC-07). Providing a good approved tool is the most effective data-protection control.

    • Clear rules make people confident to use AI; unclear rules cause either reckless use or no use.

    • Governance effort should follow value: a lightweight path for Low-risk use cases frees time to govern the few High-risk ones properly.

    • Measured benefits justify the investment in tools, training and controls, and show where to stop.

    3. Maturity stages

    Stage Typical signs Focus AGK documents to adopt
    1. Explore Individual use of consumer AI; no approved tool; no policy; leadership curious or worried Find what is in use; agree rules; pick one approved tool; quick wins AGK-001, AGK-000, AGK-POL-02, AGK-STD-A02, AGK-GDL-A01, AGK-PRC-07, AGK-TPL-01, AGK-TPL-07, this guide
    2. Enable Approved enterprise tool rolled out; first champions; early use cases in several teams Training, intake, incident reporting; configure the platform; measure first benefits AGK-POL-01 and AGK-POL-03 (condensed), AGK-PRC-01, AGK-PRC-04, AGK-STD-C01, AGK-STD-A01, AGK-GDL-C03, AGK-TPL-03, AGK-TPL-06, AGK-TPL-12
    3. Embed AI in standard team workflows; connectors and custom assistants; requests for integrations Connector and extension governance; risk assessment for Medium/High use cases; periodic review AGK-STD-A03 to A05, AGK-PRC-A01, AGK-PRC-02, AGK-PRC-03, AGK-PRC-05, AGK-STD-C02, AGK-TPL-02, AGK-TPL-04, AGK-TPL-05
    4. Scale Building AI systems and agents; customer-facing AI; regulator or certification interest Build governance, evaluation and monitoring; management system; audit Track B (AGK-STD-B01 to B06), full Core set, AGK-TPL-08; ISO/IEC 42001 readiness

    4. Use-case discovery workshop (2 hours)

    Run one workshop per business unit or [3] related teams, with [8] participants including the team lead and a champion.

    Time Activity Output
    0:00–0:15 Why we are here: approved tools, what is allowed (AGK-GDL-A01), and the goal of finding [8] candidate use cases. Shared context
    0:15–0:45 Map the work: list repetitive, time-consuming or error-prone tasks; note frequency, people involved and data used. Task list
    0:45–1:00 Short demo of the approved AI tool on [2] of the listed tasks. Realistic expectations
    1:00–1:30 Turn tasks into use cases: one line each — “Use AI to [task] for [users] so that [benefit]”; note data labels and any decisions about people. Candidate use cases
    1:30–1:50 Quick-score Value and Feasibility (1–5) as a group; flag likely Risk. Draft scores
    1:50–2:00 Agree top [3]; name an owner for each; explain next step (intake via AGK-PRC-01). Shortlist and owners

    The remaining 7 sections are in the download

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    The documents an organisation starting out needs to govern AI tools in its first 90 days. Word and Excel, ready to edit.

    • Lite Quick Start and Control Checklist AGK-001 · Word
    • AI Governance Framework and Document Architecture AGK-000 · Word
    • AI Acceptable Use Policy AGK-POL-02 · Word
    • AI Data Handling Standard AGK-STD-A02 · Word
    • AI Discovery and Shadow AI Procedure AGK-PRC-07 · Word
    • AI Adoption Roadmap and Use-Case Prioritisation Guide AGK-GDL-C02 · Word
    • AI System Register AGK-TPL-01 · ExcelPreview AI System Register
    • AI Use Case Intake Form AGK-TPL-03 · Word
    • AI Incident, Nonconformity and CAPA Log AGK-TPL-06 · ExcelPreview AI Incident, Nonconformity and CAPA Log
    • AI Acceptable Use Acknowledgement AGK-TPL-07 · Word
    • Pengakuan Penggunaan AI (Bahasa Melayu) AGK-TPL-07-BM · Word
    • AI Use-Case Prioritisation and Benefits Tracker AGK-TPL-12 · ExcelPreview AI Use-Case Prioritisation and Benefits Tracker

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